{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "51a1ae81-8a73-4a58-bfd2-048337ae4320",
   "metadata": {},
   "outputs": [],
   "source": [
    "var openDigger = require('../src/open_digger');\n",
    "var year = 2023, startYear = 2019;\n",
    "var years = Array.from({ length: year - startYear + 1 }, (_, i) => i + startYear); // [2019, 2020, 2021, 2022, 2023]\n",
    "var chineseLabel = openDigger.label.getPlatformData([':regions/CN']);\n",
    "var chineseWhereClause = chineseLabel.map(p => `((repo_id IN (${p.repos.map(r => r.id).join(',')}) AND platform='${p.name}') OR (org_id IN (${p.orgs.map(o => o.id).join(',')}) AND platform='${p.name}'))`).join(' OR ');"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8f73e9ec-b28c-43a5-9f38-668ed1f6390c",
   "metadata": {},
   "source": [
    "# 2024 中国开源发展蓝皮书"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "21c562ed-d9da-4a2b-a96a-b762f0c546c6",
   "metadata": {},
   "source": [
    "## 总体情况"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d9554351-eb6a-4af4-813e-c7508ca0997e",
   "metadata": {},
   "source": [
    "## 全球\n",
    "\n",
    "通过统计全域 GitHub 事件日志，可以看到近 5 年全球开源的总体活跃情况，各项指标都在明显上升，特别是疫情后，有一个加速上升的趋势。同时活跃仓库数量目前保持着大约 24% 左右的增速，显示了全球开源发展中的增速。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "04269259-5ef5-495d-88b9-de646bf593e4",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.plotly.v1+json": {
       "data": [
        {
         "mode": "scatter",
         "name": "日志事件数量",
         "x": [
          2019,
          2020,
          2021,
          2022,
          2023
         ],
         "y": [
          "606405439",
          "874535836",
          "1024792582",
          "1297055391",
          "1444022848"
         ]
        },
        {
         "mode": "scatter",
         "name": "活跃仓库数量",
         "x": [
          2019,
          2020,
          2021,
          2022,
          2023
         ],
         "y": [
          "39750684",
          "54222881",
          "67075593",
          "84525188",
          "88390456"
         ],
         "yaxis": "y2"
        },
        {
         "mode": "scatter",
         "name": "活跃开发者数量",
         "x": [
          2019,
          2020,
          2021,
          2022,
          2023
         ],
         "y": [
          "12046553",
          "14748867",
          "17781828",
          "20457372",
          "22352300"
         ],
         "yaxis": "y3"
        }
       ],
       "layout": {
        "autosize": true,
        "title": {
         "text": "全球 GitHub 事件日志、活跃仓库、活跃开发者五年趋势图"
        },
        "xaxis": {
         "autorange": true,
         "range": [
          -0.2381361596486202,
          4.2381361596486204
         ],
         "type": "category"
        },
        "yaxis": {
         "autorange": true,
         "range": [
          537281672.237864,
          1513146614.762136
         ],
         "type": "linear"
        },
        "yaxis2": {
         "anchor": "x",
         "autorange": true,
         "overlaying": "y",
         "range": [
          35736722.23300971,
          92404417.76699029
         ],
         "side": "right",
         "type": "linear"
        },
        "yaxis3": {
         "anchor": "x",
         "autorange": true,
         "overlaying": "y",
         "range": [
          11196078.733009709,
          23202774.266990293
         ],
         "side": "right",
         "type": "linear"
        }
       }
      },
      "image/png": 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"
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "openDigger.driver.clickhouse.query(`SELECT COUNT() AS event_count, COUNT(DISTINCT repo_id) AS active_repo_count, COUNT(DISTINCT actor_id) AS active_actor_count, toYear(created_at) AS year\n",
    "FROM events WHERE year >= ${startYear} AND year <= ${year} GROUP BY year ORDER BY year`, { format: 'JSONEachRow' }).then(data => {\n",
    "    var eventCount = [], activeRepoCount = [], activeActorCount = [];\n",
    "    data.forEach(d => {\n",
    "        eventCount.push(d.event_count);\n",
    "        activeRepoCount.push(d.active_repo_count);\n",
    "        activeActorCount.push(d.active_actor_count);\n",
    "    });\n",
    "    openDigger.render.plotly([\n",
    "        {x: years, y: eventCount, mode: 'scatter', name: '日志事件数量'},\n",
    "        {x: years, y: activeRepoCount, mode: 'scatter', name: '活跃仓库数量', yaxis: 'y2'},\n",
    "        {x: years, y: activeActorCount, mode: 'scatter', name: '活跃开发者数量', yaxis: 'y3'},\n",
    "    ], {\n",
    "        title: '全球 GitHub 事件日志、活跃仓库、活跃开发者五年趋势图',\n",
    "        yaxis2: { overlaying: 'y', side: 'right', anchor: 'x' },\n",
    "        yaxis3: { overlaying: 'y', side: 'right', anchor: 'x' },\n",
    "        xaxis: {type: 'category'}\n",
    "    });\n",
    "});"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3a04adb9-4797-4b29-9ea7-55ef345aeef9",
   "metadata": {},
   "source": [
    "### 中国\n",
    "\n",
    "此节包含近五年中国项目在 GitHub 日志的事件总量、活跃仓库数量、活跃在中国项目上的开发者总量的变化趋势。\n",
    "\n",
    "在经历了疫情前后的快速增长后，开始处于一个稳定的增长期。中国在2023年的日志事件和活跃仓库数均有明显的增长，相信在国家各项政策性意见的出台下，中国开源的发展会越来越好。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "c4c0d7e9-a541-4da8-9c56-a5472110d379",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.plotly.v1+json": {
       "data": [
        {
         "mode": "scatter",
         "name": "日志事件数量",
         "x": [
          2019,
          2020,
          2021,
          2022,
          2023
         ],
         "y": [
          "2907702",
          "4075045",
          "5464866",
          "9195909",
          "10219327"
         ]
        },
        {
         "mode": "scatter",
         "name": "活跃仓库数量",
         "x": [
          2019,
          2020,
          2021,
          2022,
          2023
         ],
         "y": [
          "6263",
          "11029",
          "16232",
          "20161",
          "24657"
         ],
         "yaxis": "y2"
        },
        {
         "mode": "scatter",
         "name": "活跃开发者数量",
         "x": [
          2019,
          2020,
          2021,
          2022,
          2023
         ],
         "y": [
          "458314",
          "451618",
          "487474",
          "441193",
          "443805"
         ],
         "yaxis": "y3"
        }
       ],
       "layout": {
        "autosize": true,
        "title": {
         "text": "中国项目 GitHub 事件日志、活跃仓库、活跃开发者五年趋势图"
        },
        "xaxis": {
         "autorange": true,
         "range": [
          -0.2381361596486202,
          4.2381361596486204
         ],
         "type": "category"
        },
        "yaxis": {
         "autorange": true,
         "range": [
          2304315.470873786,
          10822713.529126214
         ],
         "type": "linear"
        },
        "yaxis2": {
         "anchor": "x",
         "autorange": true,
         "overlaying": "y",
         "range": [
          4745.0485436893205,
          26174.95145631068
         ],
         "side": "right",
         "type": "linear"
        },
        "yaxis3": {
         "anchor": "x",
         "autorange": true,
         "overlaying": "y",
         "range": [
          437373.6941747573,
          491293.3058252427
         ],
         "side": "right",
         "type": "linear"
        }
       }
      },
      "image/png": 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"
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "openDigger.driver.clickhouse.query(`SELECT COUNT() AS event_count, COUNT(DISTINCT repo_id) AS active_repo_count, COUNT(DISTINCT actor_id) AS active_actor_count, toYear(created_at) AS year\n",
    "FROM events WHERE year >= ${startYear} AND year <= ${year} AND (${chineseWhereClause}) GROUP BY year ORDER BY year`, { format: 'JSONEachRow' }).then(data => {\n",
    "    var eventCount = [], activeRepoCount = [], activeActorCount = [];\n",
    "    data.forEach(d => {\n",
    "        eventCount.push(d.event_count);\n",
    "        activeRepoCount.push(d.active_repo_count);\n",
    "        activeActorCount.push(d.active_actor_count);\n",
    "    });\n",
    "    openDigger.render.plotly([\n",
    "        {x: years, y: eventCount, mode: 'scatter', name: '日志事件数量'},\n",
    "        {x: years, y: activeRepoCount, mode: 'scatter', name: '活跃仓库数量', yaxis: 'y2'},\n",
    "        {x: years, y: activeActorCount, mode: 'scatter', name: '活跃开发者数量', yaxis: 'y3'},\n",
    "    ], {\n",
    "        title: '中国项目 GitHub 事件日志、活跃仓库、活跃开发者五年趋势图',\n",
    "        yaxis2: { overlaying: 'y', side: 'right', anchor: 'x' },\n",
    "        yaxis3: { overlaying: 'y', side: 'right', anchor: 'x' },\n",
    "        xaxis: {type: 'category'}\n",
    "    });\n",
    "});"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b4aadd82-bb72-4fc1-97ab-da838344c1e6",
   "metadata": {},
   "source": [
    "## 中美企业对比"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0049dc65-4fbd-4442-8269-473bd769b447",
   "metadata": {},
   "source": [
    "为了更好的展现中国企业在全球范围下的开源贡献整体水平，本报告通过对比美国头部企业参与开源贡献的数据来进行分析，四张表分别为：美国活跃度排名前十的开源贡献企业、中国活跃度排名前十的开源贡献企业、美国开源影响力排名前十的企业、以及中国开源影响力排名前十的企业。"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d9f5424f-1570-473c-8e95-f0cefda7db99",
   "metadata": {},
   "source": [
    "### 美国企业活跃度 Top 10"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "4ab7abc6-a13a-4a0f-b9c4-e6d2a8a5b52e",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "┌─────────┬──────┬─────────────┬────────────┐\n",
      "│ (index) │ 排名 │    公司     │ 年度活跃度 │\n",
      "├─────────┼──────┼─────────────┼────────────┤\n",
      "│    0    │  1   │ 'Microsoft' │ 707350.42  │\n",
      "│    1    │  2   │  'Google'   │ 305278.19  │\n",
      "│    2    │  3   │  'Amazon'   │ 281004.18  │\n",
      "│    3    │  4   │   'Meta'    │ 126941.65  │\n",
      "│    4    │  5   │ 'HashiCorp' │  86377.44  │\n",
      "│    5    │  6   │  'Elastic'  │  77990.74  │\n",
      "│    6    │  7   │  'VMWare'   │  67039.89  │\n",
      "│    7    │  8   │    'IBM'    │  52737.95  │\n",
      "│    8    │  9   │   'Intel'   │  47824.42  │\n",
      "│    9    │  10  │  'Mozilla'  │  47785.58  │\n",
      "└─────────┴──────┴─────────────┴────────────┘\n"
     ]
    }
   ],
   "source": [
    "openDigger.index.activity.getRepoActivity({\n",
    "    labelUnion: [':regions/US'],\n",
    "    startYear: year, endYear: year, endMonth: 12,\n",
    "    groupBy: 'Company', groupTimeRange: 'year',\n",
    "    order: 'DESC',\n",
    "}).then(data => {\n",
    "    console.table(data.map((d, i) => {\n",
    "        return {\n",
    "            '排名': i + 1,\n",
    "            '公司': d.name,\n",
    "            '年度活跃度': d.activity[0],\n",
    "        };\n",
    "    }));\n",
    "})"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7e0130f6-0f4d-4c36-9f0a-60a02a20d039",
   "metadata": {},
   "source": [
    "### 中国企业活跃度 Top 10\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "3643e4b6-8c78-4105-82aa-534104594f4f",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "┌─────────┬──────┬─────────────┬────────────┐\n",
      "│ (index) │ 排名 │    公司     │ 年度活跃度 │\n",
      "├─────────┼──────┼─────────────┼────────────┤\n",
      "│    0    │  1   │  'Huawei'   │ 304983.23  │\n",
      "│    1    │  2   │  'Alibaba'  │ 120768.83  │\n",
      "│    2    │  3   │   'Baidu'   │  68253.86  │\n",
      "│    3    │  4   │ 'Ant group' │  63932.24  │\n",
      "│    4    │  5   │  'PingCAP'  │  31900.23  │\n",
      "│    5    │  6   │ 'ByteDance' │  27730.44  │\n",
      "│    6    │  7   │  'Tencent'  │  26785.78  │\n",
      "│    7    │  8   │ 'ESPRESSIF' │  20026.02  │\n",
      "│    8    │  9   │ 'Fit2Cloud' │  17804.89  │\n",
      "│    9    │  10  │  'Deepin'   │  15393.99  │\n",
      "└─────────┴──────┴─────────────┴────────────┘\n"
     ]
    }
   ],
   "source": [
    "openDigger.index.activity.getRepoActivity({\n",
    "    labelIntersect: [':regions/CN', 'Company'],\n",
    "    startYear: year, endYear: year, endMonth: 12,\n",
    "    groupBy: 'Company', groupTimeRange: 'year',\n",
    "    order: 'DESC'\n",
    "}).then(data => {\n",
    "    console.table(data.map((d, i) => {\n",
    "        return {\n",
    "            '排名': i + 1,\n",
    "            '公司': d.name,\n",
    "            '年度活跃度': d.activity[0],\n",
    "        };\n",
    "    }));\n",
    "})"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "81be563b-4777-4413-a3cf-2575304f416e",
   "metadata": {},
   "source": [
    "### 美国企业影响力 Top 10\n",
    "\n",
    "可以看出微软公司的企业影响力远大于其它公司。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "ece0fc82-1e0e-4269-a598-b73f2c66cecf",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "┌─────────┬──────┬─────────────┬───────────┐\n",
      "│ (index) │ 排名 │    公司     │  影响力   │\n",
      "├─────────┼──────┼─────────────┼───────────┤\n",
      "│    0    │  1   │ 'Microsoft' │ 212472.82 │\n",
      "│    1    │  2   │  'Google'   │ 83583.14  │\n",
      "│    2    │  3   │  'Amazon'   │ 70384.16  │\n",
      "│    3    │  4   │   'Meta'    │ 39012.84  │\n",
      "│    4    │  5   │ 'HashiCorp' │ 23037.88  │\n",
      "│    5    │  6   │  'Elastic'  │  21800.4  │\n",
      "│    6    │  7   │  'VMWare'   │ 19959.02  │\n",
      "│    7    │  8   │   'Intel'   │   17210   │\n",
      "│    8    │  9   │    'IBM'    │ 16399.36  │\n",
      "│    9    │  10  │  'Mozilla'  │ 12425.06  │\n",
      "└─────────┴──────┴─────────────┴───────────┘\n"
     ]
    }
   ],
   "source": [
    "openDigger.index.openrank.getRepoOpenrank({\n",
    "    labelUnion: [':regions/US'],\n",
    "    startYear: year, endYear: year, endMonth: 12,\n",
    "    groupBy: 'Company', groupTimeRange: 'year',\n",
    "    order: 'DESC',\n",
    "}).then(data => {\n",
    "    console.table(data.map((d, i) => {\n",
    "        return {\n",
    "            '排名': i + 1,\n",
    "            '公司': d.name,\n",
    "            '影响力': d.openrank[0],\n",
    "        };\n",
    "    }));\n",
    "})"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f62d841c-4931-4dcc-b90c-f76cf04a9852",
   "metadata": {},
   "source": [
    "### 中国企业影响力 Top 10"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "93c44a77-11e1-4b77-be48-8f040d3d719c",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "┌─────────┬──────┬─────────────┬──────────┐\n",
      "│ (index) │ 排名 │    公司     │  影响力  │\n",
      "├─────────┼──────┼─────────────┼──────────┤\n",
      "│    0    │  1   │  'Huawei'   │ 69986.51 │\n",
      "│    1    │  2   │  'Alibaba'  │ 31311.08 │\n",
      "│    2    │  3   │   'Baidu'   │ 23678.49 │\n",
      "│    3    │  4   │ 'Ant group' │ 19223.05 │\n",
      "│    4    │  5   │  'Tencent'  │ 9324.73  │\n",
      "│    5    │  6   │ 'ByteDance' │ 8147.01  │\n",
      "│    6    │  7   │  'PingCAP'  │ 7251.06  │\n",
      "│    7    │  8   │ 'ESPRESSIF' │ 6650.36  │\n",
      "│    8    │  9   │ 'Fit2Cloud' │ 5450.08  │\n",
      "│    9    │  10  │ 'StarRocks' │ 3665.23  │\n",
      "└─────────┴──────┴─────────────┴──────────┘\n"
     ]
    }
   ],
   "source": [
    "openDigger.index.openrank.getRepoOpenrank({\n",
    "    labelIntersect: [':regions/CN', 'Company'],\n",
    "    startYear: year, endYear: year, endMonth: 12,\n",
    "    groupBy: 'Company', groupTimeRange: 'year',\n",
    "    order: 'DESC',\n",
    "}).then(data => {\n",
    "    console.table(data.map((d, i) => {\n",
    "        return {\n",
    "            '排名': i + 1,\n",
    "            '公司': d.name,\n",
    "            '影响力': d.openrank[0],\n",
    "        };\n",
    "    }));\n",
    "})"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "371296a0-47d3-40a6-a4ca-78ccea5de50a",
   "metadata": {
    "tags": []
   },
   "source": [
    "### 近五年中国企业活跃度 Top 10"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "334adc6f-9d32-4c1e-8351-0c39aad40075",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.plotly.v1+json": {
       "data": [
        {
         "name": "Huawei",
         "type": "scatter",
         "x": [
          2019,
          2020,
          2021,
          2022,
          2023
         ],
         "y": [
          7,
          3,
          1,
          1,
          1
         ]
        },
        {
         "name": "Alibaba",
         "type": "scatter",
         "x": [
          2019,
          2020,
          2021,
          2022,
          2023
         ],
         "y": [
          1,
          1,
          2,
          2,
          2
         ]
        },
        {
         "name": "Baidu",
         "type": "scatter",
         "x": [
          2019,
          2020,
          2021,
          2022,
          2023
         ],
         "y": [
          3,
          4,
          3,
          3,
          3
         ]
        },
        {
         "name": "Ant group",
         "type": "scatter",
         "x": [
          2019,
          2020,
          2021,
          2022,
          2023
         ],
         "y": [
          2,
          2,
          4,
          4,
          4
         ]
        },
        {
         "name": "PingCAP",
         "type": "scatter",
         "x": [
          2019,
          2020,
          2021,
          2022,
          2023
         ],
         "y": [
          4,
          5,
          5,
          6,
          5
         ]
        },
        {
         "name": "ByteDance",
         "type": "scatter",
         "x": [
          2019,
          2020,
          2021,
          2022,
          2023
         ],
         "y": [
          10,
          10,
          9,
          7,
          6
         ]
        },
        {
         "name": "Tencent",
         "type": "scatter",
         "x": [
          2019,
          2020,
          2021,
          2022,
          2023
         ],
         "y": [
          5,
          6,
          6,
          5,
          7
         ]
        },
        {
         "name": "ESPRESSIF",
         "type": "scatter",
         "x": [
          2019,
          2020,
          2021,
          2022,
          2023
         ],
         "y": [
          6,
          7,
          7,
          8,
          8
         ]
        },
        {
         "name": "Fit2Cloud",
         "type": "scatter",
         "x": [
          2019,
          2020,
          2021,
          2022,
          2023
         ],
         "y": [
          9,
          8,
          8,
          9,
          9
         ]
        },
        {
         "name": "Deepin",
         "type": "scatter",
         "x": [
          2019,
          2020,
          2021,
          2022,
          2023
         ],
         "y": [
          8,
          9,
          10,
          10,
          10
         ]
        }
       ],
       "layout": {
        "autosize": true,
        "title": {
         "text": "中国企业活跃度 Top 10 2019 - 2023"
        },
        "xaxis": {
         "autorange": true,
         "range": [
          -0.23793363499245848,
          4.237933634992459
         ],
         "type": "category"
        },
        "yaxis": {
         "autorange": true,
         "dtick": 1,
         "range": [
          10.742718446601941,
          0.25728155339805825
         ],
         "type": "linear"
        }
       }
      },
      "image/png": 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"
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "openDigger.index.activity.getRepoActivity({\n",
    "    labelIntersect: [':regions/CN', 'Company'],\n",
    "    startYear, endYear: year, endMonth: 12,\n",
    "    groupBy: 'Company', groupTimeRange: 'year', order: 'DESC',\n",
    "}).then(data => {\n",
    "    openDigger.render.plotly(openDigger.getRank(data, d => d.name, d => d.activity).map(d => {\n",
    "        return {\n",
    "            x: years,\n",
    "            y: d.values,\n",
    "            name: d.name,\n",
    "            type: 'scatter'\n",
    "        };\n",
    "    }) , {title: `中国企业活跃度 Top 10 ${startYear} - ${year}`, xaxis: { type: 'category' }, yaxis: { autorange: 'reversed', dtick: 1 } })\n",
    "})"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b48a33a4-8930-4687-ba93-1f40f1cf2293",
   "metadata": {},
   "source": [
    "### 近五年中国企业影响力 Top 10"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "c0bcdc7b-24d5-4c77-b544-2f75b6cd9a78",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.plotly.v1+json": {
       "data": [
        {
         "name": "Huawei",
         "type": "scatter",
         "x": [
          2019,
          2020,
          2021,
          2022,
          2023
         ],
         "y": [
          7,
          5,
          1,
          1,
          1
         ]
        },
        {
         "name": "Alibaba",
         "type": "scatter",
         "x": [
          2019,
          2020,
          2021,
          2022,
          2023
         ],
         "y": [
          1,
          1,
          2,
          2,
          2
         ]
        },
        {
         "name": "Baidu",
         "type": "scatter",
         "x": [
          2019,
          2020,
          2021,
          2022,
          2023
         ],
         "y": [
          3,
          3,
          3,
          3,
          3
         ]
        },
        {
         "name": "Ant group",
         "type": "scatter",
         "x": [
          2019,
          2020,
          2021,
          2022,
          2023
         ],
         "y": [
          2,
          2,
          4,
          4,
          4
         ]
        },
        {
         "name": "Tencent",
         "type": "scatter",
         "x": [
          2019,
          2020,
          2021,
          2022,
          2023
         ],
         "y": [
          4,
          4,
          5,
          5,
          5
         ]
        },
        {
         "name": "ByteDance",
         "type": "scatter",
         "x": [
          2019,
          2020,
          2021,
          2022,
          2023
         ],
         "y": [
          9,
          9,
          9,
          8,
          6
         ]
        },
        {
         "name": "PingCAP",
         "type": "scatter",
         "x": [
          2019,
          2020,
          2021,
          2022,
          2023
         ],
         "y": [
          5,
          6,
          6,
          6,
          7
         ]
        },
        {
         "name": "ESPRESSIF",
         "type": "scatter",
         "x": [
          2019,
          2020,
          2021,
          2022,
          2023
         ],
         "y": [
          6,
          7,
          7,
          7,
          8
         ]
        },
        {
         "name": "Fit2Cloud",
         "type": "scatter",
         "x": [
          2019,
          2020,
          2021,
          2022,
          2023
         ],
         "y": [
          8,
          8,
          8,
          9,
          9
         ]
        },
        {
         "name": "StarRocks",
         "type": "scatter",
         "x": [
          2019,
          2020,
          2021,
          2022,
          2023
         ],
         "y": [
          null,
          null,
          10,
          10,
          10
         ]
        }
       ],
       "layout": {
        "autosize": true,
        "title": {
         "text": "中国企业影响力 Top 10 2019 - 2023"
        },
        "xaxis": {
         "autorange": true,
         "range": [
          -0.23793363499245848,
          4.237933634992459
         ],
         "type": "category"
        },
        "yaxis": {
         "autorange": true,
         "dtick": 1,
         "range": [
          10.742718446601941,
          0.25728155339805825
         ],
         "type": "linear"
        }
       }
      },
      "image/png": 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"
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "openDigger.index.openrank.getRepoOpenrank({\n",
    "    labelIntersect: [':regions/CN', 'Company'],\n",
    "    startYear, endYear: year,\n",
    "    endMonth: 12, groupBy: 'Company',\n",
    "    groupTimeRange: 'year', order : 'DESC',\n",
    "}).then(data => {\n",
    "    openDigger.render.plotly(openDigger.getRank(data, d => d.name, d => d.openrank).map(d => {\n",
    "        return {\n",
    "            x: years,\n",
    "            y: d.values,\n",
    "            name: d.name,\n",
    "            type: 'scatter'\n",
    "        };\n",
    "    }),{title: `中国企业影响力 Top 10 ${startYear} - ${year}`, xaxis: { type: 'category' }, yaxis: { autorange: 'reversed', dtick: 1 } })\n",
    "})"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "39166a07-4df9-4eb1-8ee7-6482cb9c24fb",
   "metadata": {},
   "source": [
    "## 中国项目情况"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "338b08b7-8b69-48fd-9cab-2d558a576eff",
   "metadata": {},
   "source": [
    "在开源项目洞察这块，同样根据活跃度和影响力，分别比较了全球和中国排名前 20 的开源项目"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0667adb8-4a5b-4fe3-9c99-8d58aaae3002",
   "metadata": {},
   "source": [
    "### GitHub 全球项目活跃度 Top 20"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "75212502-5391-4099-b9d8-c7668a33ae90",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "┌─────────┬─────────────────────────────────────────────────────────────────────┬──────────┬───────────────┬────────────┬───────────┬────────────────┬─────────────┐\n",
      "│ (index) │                                name                                 │ activity │ issue_comment │ open_issue │ open_pull │ review_comment │ merged_pull │\n",
      "├─────────┼─────────────────────────────────────────────────────────────────────┼──────────┼───────────────┼────────────┼───────────┼────────────────┼─────────────┤\n",
      "│    0    │                         'ghscr/ghscription'                         │ 86763.63 │    '11354'    │  '383470'  │    '2'    │      '0'       │     '1'     │\n",
      "│    1    │                           'NixOS/nixpkgs'                           │ 56623.46 │   '115686'    │   '5586'   │  '59028'  │    '52717'     │   '51869'   │\n",
      "│    2    │                        'home-assistant/core'                        │  44216   │   '104481'    │   '8974'   │  '11306'  │    '31484'     │   '9768'    │\n",
      "│    3    │             'digitalinnovationone/dio-lab-open-source'              │ 43453.41 │    '14916'    │   '3278'   │  '15898'  │      '12'      │   '9481'    │\n",
      "│    4    │                         'microsoft/vscode'                          │ 39513.63 │    '74084'    │  '20491'   │  '7771'   │     '4648'     │   '7036'    │\n",
      "│    5    │              'firstcontributions/first-contributions'               │ 38068.69 │    '13449'    │   '167'    │  '15459'  │     '176'      │   '13923'   │\n",
      "│    6    │                     'MicrosoftDocs/azure-docs'                      │ 30196.24 │    '65225'    │   '8916'   │  '4693'   │     '2085'     │   '3225'    │\n",
      "│    7    │                          'flutter/flutter'                          │ 29889.87 │    '86144'    │  '12378'   │  '8603'   │    '11524'     │   '5693'    │\n",
      "│    8    │                            'AleoHQ/leo'                             │ 29009.35 │    '7559'     │  '19459'   │   '437'   │     '106'      │    '260'    │\n",
      "│    9    │                          'pytorch/pytorch'                          │ 27393.73 │   '132002'    │   '8116'   │  '15130'  │    '39512'     │    '280'    │\n",
      "│   10    │                         'godotengine/godot'                         │ 25421.53 │    '64928'    │   '8396'   │  '6399'   │    '14420'     │   '4441'    │\n",
      "│   11    │                         'llvm/llvm-project'                         │ 24764.32 │    '60758'    │   '7456'   │  '8097'   │    '26634'     │   '5855'    │\n",
      "│   12    │ 'ibm-developer-skills-network/jbbmo-Introduction-to-Git-and-GitHub' │ 22857.21 │    '16351'    │    '8'     │  '15936'  │      '6'       │     '0'     │\n",
      "│   13    │                      'langchain-ai/langchain'                       │ 22748.28 │    '32736'    │   '4896'   │  '7824'   │     '6780'     │   '6059'    │\n",
      "│   14    │                       'microsoft/winget-pkgs'                       │ 21831.91 │   '277925'    │   '1313'   │  '34638'  │     '4023'     │   '31065'   │\n",
      "│   15    │                           'Expensify/App'                           │ 21548.12 │   '292873'    │  '11151'   │  '5658'   │    '24806'     │   '5972'    │\n",
      "│   16    │                             'odoo/odoo'                             │ 20748.32 │    '81709'    │   '1042'   │  '12323'  │    '31954'     │     '6'     │\n",
      "│   17    │                          'dotnet/runtime'                           │ 20710.31 │    '77925'    │   '6340'   │  '8086'   │    '29485'     │   '7150'    │\n",
      "│   18    │                          'vercel/next.js'                           │ 20662.23 │    '35284'    │   '3987'   │  '4970'   │     '4504'     │   '3903'    │\n",
      "│   19    │                          'elastic/kibana'                           │ 20546.96 │   '126718'    │   '8875'   │  '14222'  │    '33616'     │   '12211'   │\n",
      "└─────────┴─────────────────────────────────────────────────────────────────────┴──────────┴───────────────┴────────────┴───────────┴────────────────┴─────────────┘\n"
     ]
    }
   ],
   "source": [
    "openDigger.index.activity.getRepoActivity({\n",
    "    startYear: year, endYear: year, startMonth: 1, endMonth: 12,\n",
    "    groupTimeRange: 'year', limit: 20, order: 'DESC',\n",
    "}).then(data => console.table(data.map(d => {\n",
    "    return {\n",
    "        name: d.name,\n",
    "        activity: d.activity[0],\n",
    "        issue_comment: d.issue_comment[0],\n",
    "        open_issue: d.open_issue[0],\n",
    "        open_pull: d.open_pull[0],\n",
    "        review_comment: d.review_comment[0],\n",
    "        merged_pull: d.merged_pull[0],\n",
    "    };\n",
    "})));"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "139e757d-62f2-4893-9e12-ed1f26413168",
   "metadata": {},
   "source": [
    "### GitHub 中国项目活跃度 Top 20"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "082b33e4-68ea-4970-af4e-5a04490d0da9",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "┌─────────┬──────────────────────────────────┬──────────┬───────────────┬────────────┬───────────┬────────────────┬─────────────┐\n",
      "│ (index) │               name               │ activity │ issue_comment │ open_issue │ open_pull │ review_comment │ merged_pull │\n",
      "├─────────┼──────────────────────────────────┼──────────┼───────────────┼────────────┼───────────┼────────────────┼─────────────┤\n",
      "│    0    │      'mindspore/mindspore'       │ 16028.37 │    '30162'    │   '1067'   │  '16359'  │      '0'       │   '12825'   │\n",
      "│    1    │        'openharmony/docs'        │ 15969.05 │    '35703'    │   '301'    │  '19386'  │      '0'       │   '15998'   │\n",
      "│    2    │      'PaddlePaddle/Paddle'       │ 13865.37 │    '25371'    │   '1661'   │  '8529'   │    '15282'     │   '6419'    │\n",
      "│    3    │          'apache/doris'          │ 12290.44 │    '82703'    │   '1482'   │  '10927'  │    '15334'     │   '9134'    │\n",
      "│    4    │  'openharmony/arkui_ace_engine'  │ 11985.97 │    '11084'    │   '529'    │  '16157'  │      '0'       │   '12625'   │\n",
      "│    5    │      'StarRocks/starrocks'       │ 10508.79 │    '82974'    │   '2081'   │  '18365'  │    '13428'     │   '14443'   │\n",
      "│    6    │     'ant-design/ant-design'      │ 8978.52  │    '25565'    │   '2608'   │  '2829'   │     '5061'     │   '2385'    │\n",
      "│    7    │          'pingcap/tidb'          │ 8036.56  │   '111880'    │   '3107'   │  '5921'   │     '9271'     │   '4416'    │\n",
      "│    8    │  'openharmony/interface_sdk-js'  │ 6854.03  │    '2305'     │   '236'    │  '4679'   │      '0'       │   '2631'    │\n",
      "│    9    │        'milvus-io/milvus'        │ 6520.56  │    '49531'    │   '2741'   │  '4223'   │     '2310'     │   '3469'    │\n",
      "│   10    │       'espressif/esp-idf'        │ 6326.43  │    '13594'    │   '1981'   │   '256'   │     '297'      │    '64'     │\n",
      "│   11    │         'openeuler/docs'         │ 6000.69  │    '7938'     │   '960'    │  '10400'  │      '0'       │   '7763'    │\n",
      "│   12    │      'openharmony/xts_acts'      │ 5355.52  │    '2893'     │    '3'     │  '4421'   │      '0'       │   '3087'    │\n",
      "│   13    │     'PaddlePaddle/PaddleNLP'     │ 4722.73  │    '9115'     │   '1322'   │  '1871'   │     '3317'     │   '1475'    │\n",
      "│   14    │     'PaddlePaddle/PaddleOCR'     │ 4690.18  │    '8063'     │   '2058'   │   '340'   │     '158'      │    '226'    │\n",
      "│   15    │ 'openharmony/graphic_graphic_2d' │ 4606.45  │    '2902'     │   '227'    │  '4562'   │      '0'       │   '3291'    │\n",
      "│   16    │          'apache/flink'          │ 4412.76  │    '7522'     │    '0'     │  '2231'   │     '8494'     │   '1314'    │\n",
      "│   17    │       'taosdata/TDengine'        │ 4320.91  │    '2418'     │   '905'    │  '3790'   │     '271'      │   '3417'    │\n",
      "│   18    │     'apache/shardingsphere'      │ 4150.35  │    '6763'     │   '1914'   │  '3993'   │     '1392'     │   '3761'    │\n",
      "│   19    │     'matrixorigin/matrixone'     │ 4031.98  │    '13685'    │   '2365'   │  '3674'   │     '1145'     │   '3291'    │\n",
      "└─────────┴──────────────────────────────────┴──────────┴───────────────┴────────────┴───────────┴────────────────┴─────────────┘\n"
     ]
    }
   ],
   "source": [
    "openDigger.index.activity.getRepoActivity({\n",
    "    labelUnion: [':regions/CN'],\n",
    "    startYear: year, endYear: year, startMonth: 1, endMonth: 12,\n",
    "    groupTimeRange: 'year', limit: 20, order: 'DESC',\n",
    "}).then(data => console.table(data.map(d => {\n",
    "    return {\n",
    "        name: d.name,\n",
    "        activity: d.activity[0],\n",
    "        issue_comment: d.issue_comment[0],\n",
    "        open_issue: d.open_issue[0],\n",
    "        open_pull: d.open_pull[0],\n",
    "        review_comment: d.review_comment[0],\n",
    "        merged_pull: d.merged_pull[0],\n",
    "    };\n",
    "})));"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "bac289d0-a677-49d5-9498-0b4acc12604d",
   "metadata": {},
   "source": [
    "### GitHub 全球项目影响力 Top 20"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "2a72dadc-745f-4830-8b70-09645c17f377",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "┌─────────┬──────────────────────────────────────────┬───────────┐\n",
      "│ (index) │                   name                   │ open_rank │\n",
      "├─────────┼──────────────────────────────────────────┼───────────┤\n",
      "│    0    │             'NixOS/nixpkgs'              │ 22133.13  │\n",
      "│    1    │          'home-assistant/core'           │ 15399.77  │\n",
      "│    2    │            'microsoft/vscode'            │ 13167.44  │\n",
      "│    3    │        'MicrosoftDocs/azure-docs'        │ 10230.56  │\n",
      "│    4    │            'pytorch/pytorch'             │ 10106.29  │\n",
      "│    5    │           'godotengine/godot'            │  9742.78  │\n",
      "│    6    │  'elidianaandrade/dio-lab-open-source'   │  9552.18  │\n",
      "│    7    │               'odoo/odoo'                │  9233.43  │\n",
      "│    8    │            'flutter/flutter'             │  9230.84  │\n",
      "│    9    │         'microsoft/winget-pkgs'          │  8264.19  │\n",
      "│   10    │       'zephyrproject-rtos/zephyr'        │  7939.92  │\n",
      "│   11    │             'elastic/kibana'             │  7561.98  │\n",
      "│   12    │             'dotnet/runtime'             │  7459.13  │\n",
      "│   13    │          'mindspore/mindspore'           │  7412.06  │\n",
      "│   14    │             'Expensify/App'              │  7359.8   │\n",
      "│   15    │ 'firstcontributions/first-contributions' │  7214.8   │\n",
      "│   16    │             'rust-lang/rust'             │  7150.35  │\n",
      "│   17    │            'grafana/grafana'             │  7037.03  │\n",
      "│   18    │           'llvm/llvm-project'            │  6968.53  │\n",
      "│   19    │             'vercel/next.js'             │  6533.16  │\n",
      "└─────────┴──────────────────────────────────────────┴───────────┘\n"
     ]
    }
   ],
   "source": [
    "openDigger.index.openrank.getRepoOpenrank({\n",
    "    startYear: year, endYear: year, startMonth: 1, endMonth: 12,\n",
    "    groupTimeRange: 'year', limit: 20, order: 'DESC',\n",
    "}).then(data => console.table(data.map(d => {\n",
    "    return {\n",
    "        name: d.name,\n",
    "        open_rank: d.openrank[0],\n",
    "    };\n",
    "})));"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6f1b6a0a-cd0d-4b38-987a-1d358db71a9d",
   "metadata": {},
   "source": [
    "### GitHub 中国项目影响力 Top 20"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "2c7b318f-1b6f-4ab4-b4b6-fb9c94b68042",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "┌─────────┬──────────────────────────────────┬───────────┐\n",
      "│ (index) │               name               │ open_rank │\n",
      "├─────────┼──────────────────────────────────┼───────────┤\n",
      "│    0    │      'mindspore/mindspore'       │  7412.06  │\n",
      "│    1    │      'PaddlePaddle/Paddle'       │  5393.8   │\n",
      "│    2    │          'apache/doris'          │  4262.44  │\n",
      "│    3    │        'openharmony/docs'        │  3990.5   │\n",
      "│    4    │  'openharmony/arkui_ace_engine'  │  3328.36  │\n",
      "│    5    │      'StarRocks/starrocks'       │  3167.61  │\n",
      "│    6    │     'ant-design/ant-design'      │  3022.38  │\n",
      "│    7    │          'pingcap/tidb'          │  2186.94  │\n",
      "│    8    │       'espressif/esp-idf'        │  2132.46  │\n",
      "│    9    │        'milvus-io/milvus'        │  1973.63  │\n",
      "│   10    │          'apache/flink'          │  1787.59  │\n",
      "│   11    │       'taosdata/TDengine'        │  1688.05  │\n",
      "│   12    │     'apache/shardingsphere'      │  1661.84  │\n",
      "│   13    │     'PaddlePaddle/PaddleNLP'     │  1653.6   │\n",
      "│   14    │     'PaddlePaddle/PaddleOCR'     │  1471.01  │\n",
      "│   15    │           'baidu/amis'           │  1438.46  │\n",
      "│   16    │      'openharmony/xts_acts'      │  1381.53  │\n",
      "│   17    │ 'openharmony/graphic_graphic_2d' │  1367.68  │\n",
      "│   18    │         'openeuler/docs'         │  1365.86  │\n",
      "│   19    │    'metersphere/metersphere'     │  1335.11  │\n",
      "└─────────┴──────────────────────────────────┴───────────┘\n"
     ]
    }
   ],
   "source": [
    "openDigger.index.openrank.getRepoOpenrank({\n",
    "    labelUnion: [':regions/CN'],\n",
    "    startYear: year, endYear: year, startMonth: 1, endMonth: 12,\n",
    "    groupTimeRange: 'year', limit: 20, order: 'DESC',\n",
    "}).then(data => console.table(data.map(d => {\n",
    "    return {\n",
    "        name: d.name,\n",
    "        open_rank: d.openrank[0],\n",
    "    };\n",
    "})));"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "eea08991-4d78-4f67-a7ad-204f96d2180f",
   "metadata": {},
   "source": [
    "### 近五年中国活跃度 Top 10 项目变化趋势图"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "7be8fda8-e507-4b71-8798-15bd27d050f1",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.plotly.v1+json": {
       "data": [
        {
         "name": "mindspore/mindspore",
         "type": "scatter",
         "x": [
          2019,
          2020,
          2021,
          2022,
          2023
         ],
         "y": [
          null,
          2,
          1,
          1,
          1
         ]
        },
        {
         "name": "openharmony/docs",
         "type": "scatter",
         "x": [
          2019,
          2020,
          2021,
          2022,
          2023
         ],
         "y": [
          null,
          null,
          7,
          3,
          2
         ]
        },
        {
         "name": "PaddlePaddle/Paddle",
         "type": "scatter",
         "x": [
          2019,
          2020,
          2021,
          2022,
          2023
         ],
         "y": [
          2,
          3,
          2,
          2,
          3
         ]
        },
        {
         "name": "apache/doris",
         "type": "scatter",
         "x": [
          2019,
          2020,
          2021,
          2022,
          2023
         ],
         "y": [
          4,
          6,
          6,
          7,
          4
         ]
        },
        {
         "name": "openharmony/arkui_ace_engine",
         "type": "scatter",
         "x": [
          2019,
          2020,
          2021,
          2022,
          2023
         ],
         "y": [
          null,
          null,
          9,
          8,
          5
         ]
        },
        {
         "name": "StarRocks/starrocks",
         "type": "scatter",
         "x": [
          2019,
          2020,
          2021,
          2022,
          2023
         ],
         "y": [
          null,
          null,
          8,
          6,
          6
         ]
        },
        {
         "name": "ant-design/ant-design",
         "type": "scatter",
         "x": [
          2019,
          2020,
          2021,
          2022,
          2023
         ],
         "y": [
          1,
          1,
          4,
          4,
          7
         ]
        },
        {
         "name": "pingcap/tidb",
         "type": "scatter",
         "x": [
          2019,
          2020,
          2021,
          2022,
          2023
         ],
         "y": [
          3,
          4,
          3,
          5,
          8
         ]
        },
        {
         "name": "openharmony/interface_sdk-js",
         "type": "scatter",
         "x": [
          2019,
          2020,
          2021,
          2022,
          2023
         ],
         "y": [
          null,
          null,
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          10,
          9
         ]
        },
        {
         "name": "milvus-io/milvus",
         "type": "scatter",
         "x": [
          2019,
          2020,
          2021,
          2022,
          2023
         ],
         "y": [
          5,
          5,
          5,
          9,
          10
         ]
        }
       ],
       "layout": {
        "autosize": true,
        "title": {
         "text": "中国项目活跃度 Top 10 2019 - 2023"
        },
        "xaxis": {
         "autorange": true,
         "range": [
          -0.2397808680994522,
          4.239780868099452
         ],
         "type": "category"
        },
        "yaxis": {
         "autorange": true,
         "dtick": 1,
         "range": [
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         ],
         "type": "linear"
        }
       }
      },
      "image/png": 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"
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "openDigger.index.activity.getRepoActivity({\n",
    "    labelUnion: [':regions/CN'],\n",
    "    startYear, endYear: year, startMonth: 1, endMonth: 12,\n",
    "    groupTimeRange: 'year', limit: 10, order: 'DESC',\n",
    "}).then(data => {\n",
    "    openDigger.render.plotly(openDigger.getRank(data, d => d.name, d => d.activity).map(d => {\n",
    "        return {\n",
    "            x: years,\n",
    "            y: d.values,\n",
    "            name: d.name,\n",
    "            type: 'scatter'\n",
    "        };\n",
    "    }) , {title: `中国项目活跃度 Top 10 ${startYear} - ${year}`, xaxis: { type: 'category' }, yaxis: { autorange: 'reversed', dtick: 1 }  })\n",
    "});"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "fd5d82ce-cd64-45e1-ab20-2451dd3f035b",
   "metadata": {},
   "source": [
    "### 近五年中国影响力 Top 10 项目变化趋势图"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "f6905e67-7fc0-4b6e-8e26-4478cb1477e2",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.plotly.v1+json": {
       "data": [
        {
         "name": "mindspore/mindspore",
         "type": "scatter",
         "x": [
          2019,
          2020,
          2021,
          2022,
          2023
         ],
         "y": [
          null,
          null,
          1,
          1,
          1
         ]
        },
        {
         "name": "PaddlePaddle/Paddle",
         "type": "scatter",
         "x": [
          2019,
          2020,
          2021,
          2022,
          2023
         ],
         "y": [
          2,
          2,
          2,
          2,
          2
         ]
        },
        {
         "name": "apache/doris",
         "type": "scatter",
         "x": [
          2019,
          2020,
          2021,
          2022,
          2023
         ],
         "y": [
          5,
          5,
          7,
          4,
          3
         ]
        },
        {
         "name": "openharmony/docs",
         "type": "scatter",
         "x": [
          2019,
          2020,
          2021,
          2022,
          2023
         ],
         "y": [
          null,
          null,
          8,
          7,
          4
         ]
        },
        {
         "name": "openharmony/arkui_ace_engine",
         "type": "scatter",
         "x": [
          2019,
          2020,
          2021,
          2022,
          2023
         ],
         "y": [
          null,
          null,
          10,
          10,
          5
         ]
        },
        {
         "name": "StarRocks/starrocks",
         "type": "scatter",
         "x": [
          2019,
          2020,
          2021,
          2022,
          2023
         ],
         "y": [
          null,
          null,
          9,
          6,
          6
         ]
        },
        {
         "name": "ant-design/ant-design",
         "type": "scatter",
         "x": [
          2019,
          2020,
          2021,
          2022,
          2023
         ],
         "y": [
          1,
          1,
          3,
          3,
          7
         ]
        },
        {
         "name": "pingcap/tidb",
         "type": "scatter",
         "x": [
          2019,
          2020,
          2021,
          2022,
          2023
         ],
         "y": [
          3,
          3,
          4,
          5,
          8
         ]
        },
        {
         "name": "espressif/esp-idf",
         "type": "scatter",
         "x": [
          2019,
          2020,
          2021,
          2022,
          2023
         ],
         "y": [
          4,
          4,
          5,
          8,
          9
         ]
        },
        {
         "name": "milvus-io/milvus",
         "type": "scatter",
         "x": [
          2019,
          2020,
          2021,
          2022,
          2023
         ],
         "y": [
          6,
          6,
          6,
          9,
          10
         ]
        }
       ],
       "layout": {
        "autosize": true,
        "title": {
         "text": "中国项目影响力 Top 10 2019 - 2023"
        },
        "xaxis": {
         "autorange": true,
         "range": [
          -0.2397808680994522,
          4.239780868099452
         ],
         "type": "category"
        },
        "yaxis": {
         "autorange": true,
         "dtick": 1,
         "range": [
          10.742718446601941,
          0.25728155339805825
         ],
         "type": "linear"
        }
       }
      },
      "image/png": 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"
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "openDigger.index.openrank.getRepoOpenrank({\n",
    "    labelUnion: [':regions/CN'],\n",
    "    startYear, endYear: year, startMonth: 1, endMonth: 12,\n",
    "    groupTimeRange: 'year', limit: 10, order: 'DESC',\n",
    "}).then(data => {\n",
    "    openDigger.render.plotly(openDigger.getRank(data, d => d.name, d => d.openrank).map(d => {\n",
    "        return {\n",
    "            x: years,\n",
    "            y: d.values,\n",
    "            name: d.name,\n",
    "            type: 'scatter'\n",
    "        };\n",
    "    }) , {title: `中国项目影响力 Top 10 ${startYear} - ${year}`, xaxis: { type: 'category' }, yaxis: { autorange: 'reversed', dtick: 1 }  })\n",
    "});"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "fa35a6a7-6b54-4a90-96ef-c6b1ad2e6ee0",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "JavaScript (Node.js)",
   "language": "javascript",
   "name": "javascript"
  },
  "language_info": {
   "file_extension": ".js",
   "mimetype": "application/javascript",
   "name": "javascript",
   "version": "16.13.2"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
